期刊名称：Journal of Intelligent Learning Systems and Applications
印刷版ISSN：2150-8402
电子版ISSN：2150-8410
出版年度：2013
卷号：5
期号：2
页码：99-107
DOI：10.4236/jilsa.2013.52011
出版社：Scientific Research Publishing
摘要：This paper proposes a method for determining the stabilizing parameter regions for general delay control systems based on randomized sampling. A delay control system is converted into a unified state-space form. The numerical stability condition is developed and checked for sample points in the parameter space. These points are separated into stable and unstable regions by the decision function obtained from some learning method. The proposed method is very general and applied to a much wider range of systems than the existing methods in the literature. The proposed method is illustrated with examples.
关键词：Stabilizing Parameter Regions; Delay Control Systems; Randomized Sampling; LMI Stability Criterion; Support Vector Machines
